Run
496424

Run 496424

Task 1742 (Learning Curve) spambase Uploaded 03-12-2015 by Joaquin Vanschoren
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Flow

weka.DecisionStump(5)Weka implementation of DecisionStump

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.7669 ± 0.0236
Per class
F measure
0.7779 ± 0.0187
Per class
Kappa
0.5296 ± 0.0383
KB relative information score
1625.8974 ± 10.7461
Mean absolute error
0.3267 ± 0.0093
Mean prior absolute error
0.4776 ± 0.0002
Number of instances
4601
Per class
OS information
[Oracle Corporation, 1.8.0_45, amd64, Linux, 2.6.32-504.8.1.el6.x86_64]
Precision
0.788 ± 0.018
Per class
Predictive accuracy
0.7853 ± 0.017
Prior entropy
0.9674
Recall
0.7853 ± 0.017
Per class
Relative absolute error
0.6842 ± 0.0196
Root mean prior squared error
0.4886 ± 0.0002
Root mean squared error
0.4074 ± 0.0108
Root relative squared error
0.8338 ± 0.0223
SciMark benchmark
812.774
UserCPU time millis
80
UserCPU time millis testing
10
UserCPU time millis training
70